EP3810019A4 - Artificial intelligence for robotic surgery - Google Patents

Artificial intelligence for robotic surgery Download PDF

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Publication number
EP3810019A4
EP3810019A4 EP19821567.5A EP19821567A EP3810019A4 EP 3810019 A4 EP3810019 A4 EP 3810019A4 EP 19821567 A EP19821567 A EP 19821567A EP 3810019 A4 EP3810019 A4 EP 3810019A4
Authority
EP
European Patent Office
Prior art keywords
artificial intelligence
robotic surgery
robotic
surgery
intelligence
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP19821567.5A
Other languages
German (de)
French (fr)
Other versions
EP3810019A1 (en
Inventor
Nikolai Aljuri
Surag Mantri
Kevin Staid
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Procept Biorobotics Corp
Original Assignee
Procept Biorobotics Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Procept Biorobotics Corp filed Critical Procept Biorobotics Corp
Publication of EP3810019A1 publication Critical patent/EP3810019A1/en
Publication of EP3810019A4 publication Critical patent/EP3810019A4/en
Pending legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/25User interfaces for surgical systems
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/40ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mechanical, radiation or invasive therapies, e.g. surgery, laser therapy, dialysis or acupuncture
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B18/00Surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body
    • A61B18/04Surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body by heating
    • A61B18/12Surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body by heating by passing a current through the tissue to be heated, e.g. high-frequency current
    • A61B18/14Probes or electrodes therefor
    • A61B18/1492Probes or electrodes therefor having a flexible, catheter-like structure, e.g. for heart ablation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B17/00Surgical instruments, devices or methods, e.g. tourniquets
    • A61B2017/00681Aspects not otherwise provided for
    • A61B2017/00725Calibration or performance testing
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61B2018/00053Mechanical features of the instrument of device
    • A61B2018/00273Anchoring means for temporary attachment of a device to tissue
    • A61B2018/00279Anchoring means for temporary attachment of a device to tissue deployable
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    • A61B2018/00571Surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body for achieving a particular surgical effect
    • A61B2018/00577Ablation
    • AHUMAN NECESSITIES
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    • A61B2034/102Modelling of surgical devices, implants or prosthesis
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    • A61B2034/256User interfaces for surgical systems having a database of accessory information, e.g. including context sensitive help or scientific articles
    • AHUMAN NECESSITIES
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    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
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    • A61B34/25User interfaces for surgical systems
    • A61B2034/258User interfaces for surgical systems providing specific settings for specific users
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/36Image-producing devices or illumination devices not otherwise provided for
    • A61B90/37Surgical systems with images on a monitor during operation
    • A61B2090/374NMR or MRI
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/36Image-producing devices or illumination devices not otherwise provided for
    • A61B90/37Surgical systems with images on a monitor during operation
    • A61B2090/376Surgical systems with images on a monitor during operation using X-rays, e.g. fluoroscopy
    • A61B2090/3762Surgical systems with images on a monitor during operation using X-rays, e.g. fluoroscopy using computed tomography systems [CT]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/36Image-producing devices or illumination devices not otherwise provided for
    • A61B90/37Surgical systems with images on a monitor during operation
    • A61B2090/378Surgical systems with images on a monitor during operation using ultrasound
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2217/00General characteristics of surgical instruments
    • A61B2217/002Auxiliary appliance
    • A61B2217/005Auxiliary appliance with suction drainage system
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2217/00General characteristics of surgical instruments
    • A61B2217/002Auxiliary appliance
    • A61B2217/007Auxiliary appliance with irrigation system
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2218/00Details of surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body
    • A61B2218/001Details of surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body having means for irrigation and/or aspiration of substances to and/or from the surgical site
    • A61B2218/002Irrigation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2218/00Details of surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body
    • A61B2218/001Details of surgical instruments, devices or methods for transferring non-mechanical forms of energy to or from the body having means for irrigation and/or aspiration of substances to and/or from the surgical site
    • A61B2218/007Aspiration
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/10Computer-aided planning, simulation or modelling of surgical operations
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/30Surgical robots
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B90/00Instruments, implements or accessories specially adapted for surgery or diagnosis and not covered by any of the groups A61B1/00 - A61B50/00, e.g. for luxation treatment or for protecting wound edges
    • A61B90/30Devices for illuminating a surgical field, the devices having an interrelation with other surgical devices or with a surgical procedure
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/004Artificial life, i.e. computing arrangements simulating life
    • G06N3/008Artificial life, i.e. computing arrangements simulating life based on physical entities controlled by simulated intelligence so as to replicate intelligent life forms, e.g. based on robots replicating pets or humans in their appearance or behaviour
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
EP19821567.5A 2018-06-21 2019-06-21 Artificial intelligence for robotic surgery Pending EP3810019A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201862688349P 2018-06-21 2018-06-21
PCT/US2019/038574 WO2019246580A1 (en) 2018-06-21 2019-06-21 Artificial intelligence for robotic surgery

Publications (2)

Publication Number Publication Date
EP3810019A1 EP3810019A1 (en) 2021-04-28
EP3810019A4 true EP3810019A4 (en) 2022-03-23

Family

ID=68983083

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19821567.5A Pending EP3810019A4 (en) 2018-06-21 2019-06-21 Artificial intelligence for robotic surgery

Country Status (4)

Country Link
EP (1) EP3810019A4 (en)
JP (1) JP2021527522A (en)
CN (1) CN112739281A (en)
WO (1) WO2019246580A1 (en)

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CN112638302A (en) * 2018-08-27 2021-04-09 内萨梅德得克公司 System and method for ablating uterine fibroids
CN113795186A (en) 2019-03-07 2021-12-14 普罗赛普特生物机器人公司 Rigid sheath for imaging probe
US11071601B2 (en) 2019-11-11 2021-07-27 Procept Biorobotics Corporation Surgical probes for tissue resection with robotic arms
EP4087489A4 (en) 2020-01-08 2024-01-17 Vitruvia Holdings Inc Methods and computing system for processing ultrasound image to determine health of subdermal tissue
US20230071343A1 (en) * 2020-02-26 2023-03-09 Covidien Lp Energy-based surgical systems and methods based on an artificial-intelligence learning system
WO2021194872A1 (en) * 2020-03-21 2021-09-30 Smart Medical Systems Ltd. Artificial intelligence detection system for mechanically-enhanced topography
CA3181724A1 (en) * 2020-06-15 2021-12-23 Buckingham Holdings, LLC Procedure and surgical information alert system
US11877818B2 (en) 2020-06-26 2024-01-23 Procept Biorobotics Corporation Integration of robotic arms with surgical probes
US11096753B1 (en) 2020-06-26 2021-08-24 Procept Biorobotics Corporation Systems and methods for defining and modifying range of motion of probe used in patient treatment
WO2022006265A1 (en) * 2020-06-30 2022-01-06 Duke University Surface and subsurface tumor mapping for computer-guided laser surgery
WO2022093848A1 (en) * 2020-10-27 2022-05-05 Gynesonics Inc. Systems and methods for image guided tissue ablation
WO2022150011A1 (en) * 2021-01-11 2022-07-14 Endosiq Technology Pte. Ltd. System and method for image processing
US20230218146A1 (en) 2022-01-10 2023-07-13 Endoluxe Inc. Systems, apparatuses, and methods for endoscopy
WO2023149189A1 (en) * 2022-02-04 2023-08-10 ソニーグループ株式会社 Information processing device, actuation method for information processing system, and program

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US9848904B2 (en) * 2009-03-06 2017-12-26 Procept Biorobotics Corporation Tissue resection and treatment with shedding pulses
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US4742815A (en) * 1986-01-02 1988-05-10 Ninan Champil A Computer monitoring of endoscope
US20170143428A1 (en) * 2014-02-24 2017-05-25 Vida Diagnostics, Inc. Treatment outcome prediction for lung volume reduction procedures
WO2018092071A1 (en) * 2016-11-16 2018-05-24 Navix International Limited Estimators for ablation effectiveness

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Title
See also references of WO2019246580A1 *

Also Published As

Publication number Publication date
US20210121251A1 (en) 2021-04-29
JP2021527522A (en) 2021-10-14
EP3810019A1 (en) 2021-04-28
WO2019246580A1 (en) 2019-12-26
CN112739281A (en) 2021-04-30

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